کنفرانس مهندسی برق ایران

صفحه اصلی / سی و یکمین کنفرانس بین المللی مهندسی برق

A Novel UAV-enabled V2V Mobile Network: A Reinforcement Learning Approach

نویسندگان :

Hossein Mohammadi Firouzjaei¹ Javad Zeraatkar² Mehrdad Ardebilipour³

1- K.N.Toosi University of Technology 2- University of Birjand 3- K.N.Toosi University of Technology

کلمات کلیدی :

Mobile Networks،UAV،Reinforcement Learning،V2V Networks،Energy Harvesting

چکیده :

While using Unmanned Aerial Vehicles (UAVs) as flying Base Stations (FBSs) to improve the efficiency of mobile networks can be a promising approach, there are some challenges like the limited energy of the UAV. Applying Reinforcement Learning (RL) algorithms can be a practical solution to solve the energy problem. Furthermore, combining the UAV-aided mobile networks with RL algorithms can be a promising tendency to help other terrestrial vehicles to find the best route. A Vehicle-to-Vehicle (V2V) mobile network, which the UAV plays the role of a FBS and harvests energy from terrestrial users is investigated in this paper. Following that, the limited energy problem of the UAV that avoids it to complete its mission, is solved by using RL algorithms. The RL algorithm of this paper is formed by a modified Q-Learning algorithm. The effectiveness of the proposed scenario is indicated in the simulation results.

لیست مقالات

لیست مقالات بایگانی شده

ساخت حسگر رطوبت مقاومتی با استفاده از نانوذره اکسید گرافن بر پایه الکترودهای شانه ای

ندا قربانی - سمانه حامدی

مکان یابی بهینه ذخیره سازهای متحرک انرژی الکتریکی با هدف بهبود تاب آوری سیستم توزیع قبل از طوفان

سبحان آقابابایی - محمد صادق سپاسیان

بازآرایی پویا شبکه توزیع با حضور ایستگاه شارژ خودرو الکتریکی به کمک یادگیری تقویتی

محمدامین ساعدی - صالح رازینی - محمدامین قاسمی

A New Method Based on Emprical Wavelet Transform in Order to Detect Current Transformer Saturation in Distance Relay

Amir Ali Ahmadi Pishkohi - Seyed Amir Hosseini - Behrooz Taheri

Classifying Human Spatial Navigation Anxiety Using Electrooculography Signals and Machine Learning Techniques

Saeed Mousavi - Sara Ashrafi - Mehdi Delrobaei

Family of Soft-Switched Single-Switch Switched-Resonator Converters with Low Component Count

Maryam Hajilou - Siamak Khalili - Hosein Farzanehfard

An Uncertain Optimal Factorization of Cooperative Manipulators for Robust Optimal Control Schemes

Neda Nasiri - Ahmad Fakharian - Mohammad Bagher Menhaj

Open Circuit Fault Detection and Diagnosis for Seven-Level Hybrid Active Neutral Point Clamped (ANPC) Multilevel Inverter

Mobin Azimipanah - Mahyar Hassanifar - Yousef Neyshabouri

Safe Cooperative Control of Non-Holonomic Mobile Manipulators

Zahra Kashi - Nargess Sadeghzadeh-Nokhodberiz

A Low-cost Waveguide Switch Using Glide-symmetric Holey Electromagnetic Band Gap Technology

Mohsen Shafeghati - Elham Sharifi moghaddam - Behzad Ahmadi

بیشتر

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.0.4